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Kohonen map modification for classification tasks

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60076658%3A12310%2F19%3A43900105" target="_blank" >RIV/60076658:12310/19:43900105 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Kohonen map modification for classification tasks

  • Original language description

    This paper aims to present a classification model based on Kohonen maps with a modified learning mechanism and structure as well. Modification of the model structure consists of its modification for hierarchical training and recall. The change of the learning process is the transition from unsupervised to supervised learning. Experiments were performed with the modified model to verify changes in the model and compare the results with other research.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2019

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    ICAART 2019 - Proceedings of the 11th International Conference on Agents and Artificial Intelligence

  • ISBN

    978-989-758-350-6

  • ISSN

  • e-ISSN

  • Number of pages

    8

  • Pages from-to

    584-591

  • Publisher name

    SciTePress

  • Place of publication

    neuveden

  • Event location

    Praha

  • Event date

    Feb 19, 2019

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article